{"id":"W3178799408","doi":"10.18280/acsm.450306","title":"Electroluminescent Polymer Materials and Their Applications","year":2021,"lang":"en","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"Synthesis and properties of polymers","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Key Laboratory of Functional Materials and Applications of Fujian Province; Xiamen University of Technology; Xiamen University; Natural Science Foundation of Fujian Province; National Natural Science Foundation of China","keywords":"Electroluminescence; Materials science; Polymer; Polymer science; Nanotechnology; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007324446,0.0001702084,0.0002064698,0.00008486417,0.0006053914,0.0004638811,0.0004350732,0.00004611036,0.0009194887],"category_scores_gemma":[0.0001132341,0.0001294437,0.0000429177,0.0003325957,0.001210994,0.0003784302,0.0001880124,0.00005342369,0.0001708073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005467743,"about_ca_system_score_gemma":0.0003711973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006372075,"about_ca_topic_score_gemma":0.00001788184,"domain_scores_codex":[0.9983787,0.00007623414,0.0002283861,0.0004841682,0.0002246952,0.0006078081],"domain_scores_gemma":[0.9991081,0.00006465154,0.00008016459,0.0003967213,0.000139109,0.0002113026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000112926,0.00003647517,0.0001280916,0.00002690298,0.000003766023,0.000002611632,0.0004054575,8.368817e-7,0.9908289,0.002078492,0.0001311965,0.006345934],"study_design_scores_gemma":[0.00008837265,0.00002617624,0.001446854,0.00002837349,0.000008421003,0.0001131659,0.0005500629,0.00003702187,0.9940572,0.0008224927,0.002643854,0.0001779446],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906629,0.004876322,0.001386419,0.0009562442,0.000145304,0.0001294916,0.00003361557,0.0000768408,0.001732891],"genre_scores_gemma":[0.9962919,0.0003696509,0.001944626,0.0006997911,0.0001491097,0.00006339825,0.000004514858,0.00001652312,0.0004604277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006167989,"threshold_uncertainty_score":0.9999938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257129518127619,"score_gpt":0.2464960137686731,"score_spread":0.2239247185873969,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}